The escalating arms race between content creators and machine learning tools necessitates a deeper dive into avoidance techniques. Simply replacing synonyms no longer reliably defeats modern AI detectors. Instead, a multifaceted approach is crucial. This includes manipulating sentence structure – incorporating elements like passive voice and comp